Case study · Industry
Biodiversity monitoring at the Panna Estate
Acoustic sensors, satellite analysis and field surveys to monitor birds, pollinators, amphibians and wild orchids on the estate in the Mugello.


The challenge
A structured, verifiable picture of biodiversity
The project stems from the need for a structured picture of the estate's biodiversity, to be monitored over time through data collected in the field and comparable from year to year.

The place
A 1,300-hectare estate in the Tuscan Apennines
The Panna Estate covers about 1,300 hectares in the Mugello. The land, mostly natural, includes woods, meadows and wetlands that form a mosaic of diverse habitats.
In the field




What we did
From the first sensors to monitoring the whole estate
The project started in 2024 with pollinator monitoring, on the initiative of Federparchi. In 2026 monitoring was extended to the whole property and to four components of biodiversity.
- 01BirdsContinuous acoustic detection of species, complemented by a bird survey in the field.
- 02PollinatorsAcoustic monitoring of pollinating insect activity, started in 2024.
- 03Amphibians and orchidsSurvey of amphibians in the wetlands and of wild orchids, also through citizen science activities.
- 04XNatura platformAll data integrated into the XNatura platform, with a dedicated dashboard and a seasonal report.
Monitoring in action
Monitoring in action
The XNatura platform brings together in one place the data from sensors, field surveys and satellite analysis of the estate, organised by biodiversity component.
FAQ
Frequently asked questions
Which components of biodiversity are monitored at the Panna Estate?
Birds, pollinators, amphibians and wild orchids, as indicators of the estate's main habitats.
How did the project start?
The project started in 2024 with pollinator monitoring, on the initiative of Federparchi. In 2026 monitoring was extended to the whole property.
How is the data made available?
Through a dedicated dashboard on the XNatura platform and a seasonal report.
Want to monitor biodiversity at your site?
XNatura supports companies across all sectors in scientifically rigorous environmental monitoring projects, with proprietary IoT technology, satellite analysis and reporting with metrics linked to major frameworks.
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